Classification of protein quaternary structure with support vector machine.
Shao-Wu ZhangQuan PanHongcai ZhangYun-Long ZhangHai-Yu WangPublished in: Bioinform. (2003)
Keyphrases
- support vector machine
- svm classifier
- support vector
- classification method
- feature vectors
- support vector machine svm
- pattern recognition
- classification algorithm
- multi class
- small sample
- generalization ability
- feature selection
- svm classification
- remote homology detection
- classification accuracy
- feature space
- high classification accuracy
- decision boundary
- machine learning
- text classification
- training data
- training samples
- k nearest neighbor
- protein structure
- pattern classification
- training set
- feature extraction
- image classification
- gene expression profiles
- soft margin
- contact map
- protein classification